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What is the salary of an SAS Certified Specialist certified professional?
The Average salary of different countries of SAS Certified Specialist Certified professional
- UK - 45984 Pounds
- India - 4616507 INR
- United States - $61000 USD
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SAS Certified Specialist (A00-402) Exam Format
Exam Format: Multiple choice and Short-answer questions
Language: English
Passing Score: Must achieve a score of 65 percent correct to pass
Exam Duration: 100 minutes to complete the exam.
Exam Length: 50-55 Questions
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SASInstitute A00-402 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Model Assessment and Comparison | 15-20% | - Interpreting model results and diagnostics - Comparing models and selecting best performer - Regression metrics: RMSE, R-squared, MAE - Profit/loss analysis and cutoff adjustment - Classification metrics: accuracy, precision, recall, F1, AUC |
| Topic 2: Model Deployment | 5-10% | - Registering and publishing models - Model scoring and operationalization - Exporting score code |
| Topic 3: Overview of Supervised Machine Learning | 10-15% | - Model overfitting, underfitting, and generalization - Basic concepts and terminology - Prediction types and modeling goals |
| Topic 4: Creating and Managing Pipelines | 15-20% | - Configuring and connecting nodes - Building pipelines in Model Studio - Managing pipeline flow and execution - Using pipeline templates and automation |
| Topic 5: Building Predictive Models | 25-30% | - Regularization and optimization methods - Regression models (linear, logistic) - Using appropriate modeling nodes - Decision trees and tree ensembles - Neural networks and deep learning basics |
| Topic 6: Data Preparation and Exploration | 20-25% | - Loading and accessing data sources - Feature engineering and transformation - Partitioning data into training, validation, and test sets - Handling missing values and outliers - Variable selection and reduction - Data profiling and exploration |
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